Extending Relational Query Processing with ML Inference.
Konstantinos KaranasosMatteo InterlandiDoris XinFotis PsallidasRathijit SenKwanghyun ParkIvan PopivanovSupun NakandalaSubru KrishnanMarkus WeimerYuan YuRaghu RamakrishnanCarlo CurinoPublished in: CoRR (2019)
Keyphrases
- query processing
- database systems
- collective classification
- statistical relational learning
- maximum likelihood
- relational learning
- index structure
- relational databases
- data model
- relational data
- probabilistic inference
- aggregate queries
- range queries
- query optimization
- data management
- query evaluation
- r tree
- inference process
- query execution
- bayesian networks
- processing queries
- database query processing
- collective inference
- join operator
- relational domains
- markov logic
- relational structures
- sparql queries
- databases